Profiling Report of merged_annotated_proteins

Brought to you by YData

Dataset statistics

Number of variables	20
Number of observations	50000
Missing cells	50134
Missing cells (%)	5.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	33.7 MiB
Average record size in memory	707.0 B

Variable types

Text	4
Categorical	5
Numeric	11

Alerts

`Aromaticity` is highly overall correlated with `Oxidized_coefficient` and 1 other fields	High correlation
`Function_Prediction_source` is highly overall correlated with `Protein_source`	High correlation
`Function_prediction_source` is highly overall correlated with `Phage_source` and 1 other fields	High correlation
`Molecular_weight` is highly overall correlated with `Oxidized_coefficient` and 1 other fields	High correlation
`Oxidized_coefficient` is highly overall correlated with `Aromaticity` and 2 other fields	High correlation
`Phage_source` is highly overall correlated with `Function_prediction_source` and 1 other fields	High correlation
`Protein_source` is highly overall correlated with `Function_Prediction_source` and 2 other fields	High correlation
`Reduced_coefficient` is highly overall correlated with `Aromaticity` and 2 other fields	High correlation
`Start` is highly overall correlated with `Stop`	High correlation
`Stop` is highly overall correlated with `Start`	High correlation
`Protein_source` is highly imbalanced (93.8%)	Imbalance
`Function_prediction_source` has 22743 (45.5%) missing values	Missing
`Function_Prediction_source` has 27257 (54.5%) missing values	Missing
`Protein_ID` has unique values	Unique
`Aromaticity` has 8299 (16.6%) zeros	Zeros
`Instability_index` has 827 (1.7%) zeros	Zeros
`Helix_fraction` has 2146 (4.3%) zeros	Zeros
`Turn_fraction` has 3063 (6.1%) zeros	Zeros
`Sheet_fraction` has 2487 (5.0%) zeros	Zeros
`Reduced_coefficient` has 13787 (27.6%) zeros	Zeros
`Oxidized_coefficient` has 13261 (26.5%) zeros	Zeros

Reproduction

Analysis started	2025-07-15 20:28:51.795512
Analysis finished	2025-07-15 20:29:05.993714
Duration	14.2 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

Phage_ID
Text

Distinct	47819
Distinct (%)	95.6%
Missing	0
Missing (%)	0.0%
Memory size	4.4 MiB

Length

Max length	87
Median length	85
Mean length	34.49438
Min length	5

Characters and Unicode

Total characters	1724719
Distinct characters	66
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	45753 ?
Unique (%)	91.5%

Sample

1st row	NC_001416.1
2nd row	NC_001629.1
3rd row	NC_001825.1
4th row	NC_001902.1
5th row	NC_001271.1

Value	Count	Frequency (%)
nc_048047.1	6	< 0.1%
mgv-genome-0357750	4	< 0.1%
nc_042047.1	4	< 0.1%
imgvr_uvig_3300045988_177519\|3300045988\|ga0495776_003599	4	< 0.1%
uvig_458124	4	< 0.1%
mgv-genome-0379300	4	< 0.1%
uvig_25220	4	< 0.1%
mgv-genome-0376919	4	< 0.1%
mgv-genome-0376593	4	< 0.1%
imgvr_uvig_3300007222_000012\|3300007222\|ga0104061_100089	3	< 0.1%
Other values (47809)	49959	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	189862	11.0%
_	137375	8.0%
3	106332	6.2%
1	90559	5.3%
2	84027	4.9%
8	82093	4.8%
5	79942	4.6%
4	78529	4.6%
9	73036	4.2%
7	70932	4.1%
Other values (56)	732032	42.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1724719	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	189862	11.0%
_	137375	8.0%
3	106332	6.2%
1	90559	5.3%
2	84027	4.9%
8	82093	4.8%
5	79942	4.6%
4	78529	4.6%
9	73036	4.2%
7	70932	4.1%
Other values (56)	732032	42.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1724719	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	189862	11.0%
_	137375	8.0%
3	106332	6.2%
1	90559	5.3%
2	84027	4.9%
8	82093	4.8%
5	79942	4.6%
4	78529	4.6%
9	73036	4.2%
7	70932	4.1%
Other values (56)	732032	42.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1724719	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	189862	11.0%
_	137375	8.0%
3	106332	6.2%
1	90559	5.3%
2	84027	4.9%
8	82093	4.8%
5	79942	4.6%
4	78529	4.6%
9	73036	4.2%
7	70932	4.1%
Other values (56)	732032	42.4%

Protein_source
Categorical

High correlation Imbalance

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

prodigal	49142
RefSeq	567
Genbank	256
DDBJ	22
EMBL	13

Length

Max length	8
Median length	8
Mean length	7.9694
Min length	4

Characters and Unicode

Total characters	398470
Distinct characters	23
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	RefSeq
2nd row	RefSeq
3rd row	RefSeq
4th row	RefSeq
5th row	RefSeq

Common Values

Value	Count	Frequency (%)
prodigal	49142	98.3%
RefSeq	567	1.1%
Genbank	256	0.5%
DDBJ	22	< 0.1%
EMBL	13	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
prodigal	49142	98.3%
refseq	567	1.1%
genbank	256	0.5%
ddbj	22	< 0.1%
embl	13	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
a	49398	12.4%
r	49142	12.3%
p	49142	12.3%
o	49142	12.3%
d	49142	12.3%
i	49142	12.3%
g	49142	12.3%
l	49142	12.3%
e	1390	0.3%
R	567	0.1%
Other values (13)	3121	0.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	398470	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	49398	12.4%
r	49142	12.3%
p	49142	12.3%
o	49142	12.3%
d	49142	12.3%
i	49142	12.3%
g	49142	12.3%
l	49142	12.3%
e	1390	0.3%
R	567	0.1%
Other values (13)	3121	0.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	398470	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	49398	12.4%
r	49142	12.3%
p	49142	12.3%
o	49142	12.3%
d	49142	12.3%
i	49142	12.3%
g	49142	12.3%
l	49142	12.3%
e	1390	0.3%
R	567	0.1%
Other values (13)	3121	0.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	398470	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	49398	12.4%
r	49142	12.3%
p	49142	12.3%
o	49142	12.3%
d	49142	12.3%
i	49142	12.3%
g	49142	12.3%
l	49142	12.3%
e	1390	0.3%
R	567	0.1%
Other values (13)	3121	0.8%

Function_prediction_source
Categorical

High correlation Missing

Distinct	7
Distinct (%)	< 0.1%
Missing	22743
Missing (%)	45.5%
Memory size	3.0 MiB

eggNOG-mapper	10996
Iterative search	9884
-	5519
RefSeq	567
Genbank	256
Other values (2)	35

Length

Max length	16
Median length	13
Mean length	11.444583
Min length	1

Characters and Unicode

Total characters	311945
Distinct characters	31
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	RefSeq
2nd row	RefSeq
3rd row	RefSeq
4th row	RefSeq
5th row	RefSeq

Common Values

Value	Count	Frequency (%)
eggNOG-mapper	10996	22.0%
Iterative search	9884	19.8%
-	5519	11.0%
RefSeq	567	1.1%
Genbank	256	0.5%
DDBJ	22	< 0.1%
EMBL	13	< 0.1%
(Missing)	22743	45.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
eggnog-mapper	10996	29.6%
iterative	9884	26.6%
search	9884	26.6%
	5519	14.9%
refseq	567	1.5%
genbank	256	0.7%
ddbj	22	0.1%
embl	13	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	53034	17.0%
a	31020	9.9%
r	30764	9.9%
g	21992	7.0%
p	21992	7.0%
t	19768	6.3%
-	16515	5.3%
G	11252	3.6%
m	10996	3.5%
N	10996	3.5%
Other values (21)	83616	26.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	311945	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	53034	17.0%
a	31020	9.9%
r	30764	9.9%
g	21992	7.0%
p	21992	7.0%
t	19768	6.3%
-	16515	5.3%
G	11252	3.6%
m	10996	3.5%
N	10996	3.5%
Other values (21)	83616	26.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	311945	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	53034	17.0%
a	31020	9.9%
r	30764	9.9%
g	21992	7.0%
p	21992	7.0%
t	19768	6.3%
-	16515	5.3%
G	11252	3.6%
m	10996	3.5%
N	10996	3.5%
Other values (21)	83616	26.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	311945	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	53034	17.0%
a	31020	9.9%
r	30764	9.9%
g	21992	7.0%
p	21992	7.0%
t	19768	6.3%
-	16515	5.3%
G	11252	3.6%
m	10996	3.5%
N	10996	3.5%
Other values (21)	83616	26.8%

Start
Real number (ℝ)

High correlation

Distinct	34163
Distinct (%)	68.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29004.409

Minimum	1
Maximum	475561
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	1
5-th percentile	1417.95
Q1	8983
median	20791.5
Q3	37135.5
95-th percentile	87222.05
Maximum	475561
Range	475560
Interquartile range (IQR)	28152.5

Descriptive statistics

Standard deviation	31420.546
Coefficient of variation (CV)	1.0833024
Kurtosis	15.777577
Mean	29004.409
Median Absolute Deviation (MAD)	13356.5
Skewness	3.0413867
Sum	1.4502204 × 10⁹
Variance	9.872507 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	245	0.5%
2	175	0.4%
3	161	0.3%
17781	9	< 0.1%
50	8	< 0.1%
10213	7	< 0.1%
1272	7	< 0.1%
868	7	< 0.1%
3446	7	< 0.1%
26335	7	< 0.1%
Other values (34153)	49367	98.7%

Value	Count	Frequency (%)
1	245	0.5%
2	175	0.4%
3	161	0.3%
5	2	< 0.1%
6	2	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
12	1	< 0.1%
13	1	< 0.1%
14	1	< 0.1%

Value	Count	Frequency (%)
475561	1	< 0.1%
437464	1	< 0.1%
423051	1	< 0.1%
380045	1	< 0.1%
375840	1	< 0.1%
374983	1	< 0.1%
360500	1	< 0.1%
360257	1	< 0.1%
357355	1	< 0.1%
356721	1	< 0.1%

Stop
Real number (ℝ)

High correlation

Distinct	34455
Distinct (%)	68.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29693.313

Minimum	60
Maximum	475914
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	60
5-th percentile	2049.95
Q1	9712
median	21529
Q3	37815
95-th percentile	87792.65
Maximum	475914
Range	475854
Interquartile range (IQR)	28103

Descriptive statistics

Standard deviation	31426.256
Coefficient of variation (CV)	1.0583614
Kurtosis	15.793947
Mean	29693.313
Median Absolute Deviation (MAD)	13347
Skewness	3.0431639
Sum	1.4846656 × 10⁹
Variance	9.8760958 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3690	7	< 0.1%
25677	7	< 0.1%
9299	7	< 0.1%
2020	7	< 0.1%
9035	7	< 0.1%
2488	7	< 0.1%
4558	7	< 0.1%
12925	7	< 0.1%
2502	6	< 0.1%
7254	6	< 0.1%
Other values (34445)	49932	99.9%

Value	Count	Frequency (%)
60	1	< 0.1%
66	3	< 0.1%
69	3	< 0.1%
70	1	< 0.1%
71	1	< 0.1%
72	2	< 0.1%
73	1	< 0.1%
75	2	< 0.1%
76	1	< 0.1%
78	1	< 0.1%

Value	Count	Frequency (%)
475914	1	< 0.1%
437634	1	< 0.1%
423518	1	< 0.1%
380653	1	< 0.1%
377492	1	< 0.1%
377142	1	< 0.1%
361126	1	< 0.1%
360385	1	< 0.1%
358218	1	< 0.1%
357122	1	< 0.1%

Strand
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

+	25135
-	24865

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	50000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	+
2nd row	+
3rd row	+
4th row	+
5th row	+

Common Values

Value	Count	Frequency (%)
+	25135	50.3%
-	24865	49.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	50000	100.0%

Most occurring characters

Value	Count	Frequency (%)
+	25135	50.3%
-	24865	49.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	50000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
+	25135	50.3%
-	24865	49.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	50000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
+	25135	50.3%
-	24865	49.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	50000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
+	25135	50.3%
-	24865	49.7%

Protein_ID
Text

Unique

Distinct	50000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	4.5 MiB

Length

Max length	90
Median length	86
Mean length	37.3604
Min length	8

Characters and Unicode

Total characters	1868020
Distinct characters	66
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	50000 ?
Unique (%)	100.0%

Sample

1st row	NP_040636.1
2nd row	NP_042327.1
3rd row	NP_044830.1
4th row	NP_046963.1
5th row	NP_052068.1

Value	Count	Frequency (%)
yp_239040.1	1	< 0.1%
biochar_5611_7	1	< 0.1%
np_040636.1	1	< 0.1%
np_042327.1	1	< 0.1%
np_044830.1	1	< 0.1%
np_046963.1	1	< 0.1%
np_052068.1	1	< 0.1%
np_061623.1	1	< 0.1%
np_073699.1	1	< 0.1%
np_463475.1	1	< 0.1%
Other values (49990)	49990	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
0	195699	10.5%
_	186517	10.0%
3	117947	6.3%
1	108031	5.8%
2	97342	5.2%
5	88737	4.8%
4	88675	4.7%
8	88258	4.7%
9	78991	4.2%
7	77675	4.2%
Other values (56)	740148	39.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1868020	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	195699	10.5%
_	186517	10.0%
3	117947	6.3%
1	108031	5.8%
2	97342	5.2%
5	88737	4.8%
4	88675	4.7%
8	88258	4.7%
9	78991	4.2%
7	77675	4.2%
Other values (56)	740148	39.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1868020	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	195699	10.5%
_	186517	10.0%
3	117947	6.3%
1	108031	5.8%
2	97342	5.2%
5	88737	4.8%
4	88675	4.7%
8	88258	4.7%
9	78991	4.2%
7	77675	4.2%
Other values (56)	740148	39.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1868020	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	195699	10.5%
_	186517	10.0%
3	117947	6.3%
1	108031	5.8%
2	97342	5.2%
5	88737	4.8%
4	88675	4.7%
8	88258	4.7%
9	78991	4.2%
7	77675	4.2%
Other values (56)	740148	39.6%

Product
Text

Distinct	4015
Distinct (%)	8.0%
Missing	0
Missing (%)	0.0%
Memory size	4.0 MiB

Length

Max length	1357
Median length	769
Mean length	26.1082
Min length	2

Characters and Unicode

Total characters	1305410
Distinct characters	80
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1764 ?
Unique (%)	3.5%

Sample

1st row	NinD protein
2nd row	DNA polymerase
3rd row	hypothetical protein
4th row	terminase small subunit
5th row	putative 0.6A protein

Value	Count	Frequency (%)
unknown	19746	11.7%
protein	12889	7.6%
of	4841	2.9%
hypothetical	4341	2.6%
the	4085	2.4%
domain	3773	2.2%
phage	3275	1.9%
family	2919	1.7%
dna	2885	1.7%
to	2200	1.3%
Other values (5428)	108085	63.9%

Most occurring characters

Value	Count	Frequency (%)
n	129006	9.9%
	119054	9.1%
e	101038	7.7%
o	99410	7.6%
i	88632	6.8%
t	83003	6.4%
a	75631	5.8%
r	57145	4.4%
s	49094	3.8%
l	47479	3.6%
Other values (70)	455918	34.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1305410	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	129006	9.9%
	119054	9.1%
e	101038	7.7%
o	99410	7.6%
i	88632	6.8%
t	83003	6.4%
a	75631	5.8%
r	57145	4.4%
s	49094	3.8%
l	47479	3.6%
Other values (70)	455918	34.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1305410	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	129006	9.9%
	119054	9.1%
e	101038	7.7%
o	99410	7.6%
i	88632	6.8%
t	83003	6.4%
a	75631	5.8%
r	57145	4.4%
s	49094	3.8%
l	47479	3.6%
Other values (70)	455918	34.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1305410	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	129006	9.9%
	119054	9.1%
e	101038	7.7%
o	99410	7.6%
i	88632	6.8%
t	83003	6.4%
a	75631	5.8%
r	57145	4.4%
s	49094	3.8%
l	47479	3.6%
Other values (70)	455918	34.9%

Protein_classification
Text

Distinct	67
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

Length

Max length	63
Median length	9
Mean length	10.48208
Min length	6

Characters and Unicode

Total characters	524104
Distinct characters	25
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	11 ?
Unique (%)	< 0.1%

Sample

1st row	unsorted;
2nd row	replication;
3rd row	hypothetical;
4th row	packaging;
5th row	unsorted;

Value	Count	Frequency (%)
unsorted	27529	55.1%
hypothetical	4342	8.7%
assembly	3576	7.2%
replication	2475	5.0%
infection	2034	4.1%
packaging	1723	3.4%
assembly;infection	1604	3.2%
lysis	1400	2.8%
integration	1230	2.5%
regulation	1060	2.1%
Other values (57)	3027	6.1%

Most occurring characters

Value	Count	Frequency (%)
;	54024	10.3%
e	50355	9.6%
t	49825	9.5%
n	47552	9.1%
o	43497	8.3%
s	42397	8.1%
r	35443	6.8%
u	30588	5.8%
i	30103	5.7%
d	27726	5.3%
Other values (15)	112594	21.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	524104	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
;	54024	10.3%
e	50355	9.6%
t	49825	9.5%
n	47552	9.1%
o	43497	8.3%
s	42397	8.1%
r	35443	6.8%
u	30588	5.8%
i	30103	5.7%
d	27726	5.3%
Other values (15)	112594	21.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	524104	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
;	54024	10.3%
e	50355	9.6%
t	49825	9.5%
n	47552	9.1%
o	43497	8.3%
s	42397	8.1%
r	35443	6.8%
u	30588	5.8%
i	30103	5.7%
d	27726	5.3%
Other values (15)	112594	21.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	524104	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
;	54024	10.3%
e	50355	9.6%
t	49825	9.5%
n	47552	9.1%
o	43497	8.3%
s	42397	8.1%
r	35443	6.8%
u	30588	5.8%
i	30103	5.7%
d	27726	5.3%
Other values (15)	112594	21.5%

Molecular_weight
Real number (ℝ)

High correlation

Distinct	44387
Distinct (%)	88.9%
Missing	67
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	4125.5155

Minimum	75.0666
Maximum	8913.4407
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	75.0666
5-th percentile	424.4482
Q1	2023.2453
median	4210.6971
Q3	6223.9149
95-th percentile	7677.612
Maximum	8913.4407
Range	8838.3741
Interquartile range (IQR)	4200.6696

Descriptive statistics

Standard deviation	2368.6116
Coefficient of variation (CV)	0.57413711
Kurtosis	-1.2447258
Mean	4125.5155
Median Absolute Deviation (MAD)	2096.3227
Skewness	-0.044836548
Sum	2.0599937 × 10⁸
Variance	5610320.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
146.1876	99	0.2%
131.1729	95	0.2%
147.1293	91	0.2%
89.0932	67	0.1%
174.201	60	0.1%
117.1463	58	0.1%
105.0926	58	0.1%
133.1027	53	0.1%
75.0666	45	0.1%
146.1445	41	0.1%
Other values (44377)	49266	98.5%
(Missing)	67	0.1%

Value	Count	Frequency (%)
75.0666	45	0.1%
89.0932	67	0.1%
105.0926	58	0.1%
115.1305	13	< 0.1%
117.1463	58	0.1%
119.1192	19	< 0.1%
121.1582	7	< 0.1%
131.1729	95	0.2%
132.1179	29	0.1%
133.1027	53	0.1%

Value	Count	Frequency (%)
8913.4407	1	< 0.1%
8906.7809	1	< 0.1%
8766.9951	1	< 0.1%
8745.5145	1	< 0.1%
8722.928	1	< 0.1%
8711.0953	1	< 0.1%
8702.5438	1	< 0.1%
8696.8709	1	< 0.1%
8676.686	1	< 0.1%
8671.135	1	< 0.1%

Aromaticity
Real number (ℝ)

High correlation Zeros

Distinct	470
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.090285378

Minimum	0
Maximum	1
Zeros	8299
Zeros (%)	16.6%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.041666667
median	0.083333333
Q3	0.125
95-th percentile	0.2
Maximum	1
Range	1
Interquartile range (IQR)	0.083333333

Descriptive statistics

Standard deviation	0.080309898
Coefficient of variation (CV)	0.88951167
Kurtosis	30.458213
Mean	0.090285378
Median Absolute Deviation (MAD)	0.041666667
Skewness	3.5284955
Sum	4514.2689
Variance	0.0064496797
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8299	16.6%
0.1428571429	1047	2.1%
0.1	1011	2.0%
0.125	999	2.0%
0.1111111111	973	1.9%
0.09090909091	958	1.9%
0.1666666667	826	1.7%
0.07692307692	800	1.6%
0.08333333333	782	1.6%
0.07142857143	729	1.5%
Other values (460)	33576	67.2%

Value	Count	Frequency (%)
0	8299	16.6%
0.01428571429	20	< 0.1%
0.01449275362	17	< 0.1%
0.01470588235	18	< 0.1%
0.01492537313	16	< 0.1%
0.01515151515	22	< 0.1%
0.01538461538	28	0.1%
0.015625	19	< 0.1%
0.01587301587	22	< 0.1%
0.01612903226	24	< 0.1%

Value	Count	Frequency (%)
1	84	0.2%
0.6666666667	18	< 0.1%
0.6	8	< 0.1%
0.6	2	< 0.1%
0.5526315789	1	< 0.1%
0.5	178	0.4%
0.4666666667	3	< 0.1%
0.4615384615	1	< 0.1%
0.4545454545	1	< 0.1%
0.4444444444	6	< 0.1%

Instability_index
Real number (ℝ)

Zeros

Distinct	39095
Distinct (%)	78.3%
Missing	67
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	35.583318

Minimum	-86.5
Maximum	388.53333
Zeros	827
Zeros (%)	1.7%
Negative	3310
Negative (%)	6.6%
Memory size	390.8 KiB

Quantile statistics

Minimum	-86.5
5-th percentile	-4.221746
Q1	17.705405
median	33.626087
Q3	50.304
95-th percentile	82.6625
Maximum	388.53333
Range	475.03333
Interquartile range (IQR)	32.598595

Descriptive statistics

Standard deviation	29.020131
Coefficient of variation (CV)	0.81555438
Kurtosis	5.0529155
Mean	35.583318
Median Absolute Deviation (MAD)	16.294658
Skewness	1.0631055
Sum	1776781.8
Variance	842.16798
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	827	1.7%
5	520	1.0%
6.666666667	319	0.6%
7.5	211	0.4%
8	134	0.3%
-13.725	95	0.2%
8.333333333	94	0.2%
-21.63333333	91	0.2%
55.65	79	0.2%
-37.45	78	0.2%
Other values (39085)	47485	95.0%

Value	Count	Frequency (%)
-86.5	1	< 0.1%
-77.225	1	< 0.1%
-74.83333333	2	< 0.1%
-73	1	< 0.1%
-72.525	3	< 0.1%
-71.73333333	1	< 0.1%
-70.15	1	< 0.1%
-70.15	22	< 0.1%
-69.1	3	< 0.1%
-68.56666667	1	< 0.1%

Value	Count	Frequency (%)
388.5333333	1	< 0.1%
291.4	4	< 0.1%
272.675	1	< 0.1%
263.4666667	1	< 0.1%
261.8	4	< 0.1%
260.8	1	< 0.1%
249.3166667	1	< 0.1%
247.625	1	< 0.1%
243.4571429	1	< 0.1%
241.5111111	1	< 0.1%

Isoelectric_point
Real number (ℝ)

Distinct	19764
Distinct (%)	39.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.8159599

Minimum	4.0500284
Maximum	11.999968
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	4.0500284
5-th percentile	4.0500284
Q1	4.6234201
median	6.0697451
Q3	9.1382807
95-th percentile	10.61255
Maximum	11.999968
Range	7.9499393
Interquartile range (IQR)	4.5148605

Descriptive statistics

Standard deviation	2.3580697
Coefficient of variation (CV)	0.34596297
Kurtosis	-1.2739514
Mean	6.8159599
Median Absolute Deviation (MAD)	1.9132004
Skewness	0.41196447
Sum	340798
Variance	5.5604928
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.050028419	4589	9.2%
5.525000191	804	1.6%
11.99996777	521	1.0%
8.750052071	409	0.8%
9.750021172	261	0.5%
5.57001667	161	0.3%
5.240009499	148	0.3%
5.494989204	148	0.3%
11.00083675	146	0.3%
10.00273724	141	0.3%
Other values (19754)	42672	85.3%

Value	Count	Frequency (%)
4.050028419	4589	9.2%
4.05110836	1	< 0.1%
4.051335716	1	< 0.1%
4.051790428	1	< 0.1%
4.052586174	2	< 0.1%
4.052699852	1	< 0.1%
4.052984047	1	< 0.1%
4.053040886	1	< 0.1%
4.053097725	1	< 0.1%
4.053211403	4	< 0.1%

Value	Count	Frequency (%)
11.99996777	521	1.0%
11.92157421	1	< 0.1%
11.91712589	1	< 0.1%
11.91532078	1	< 0.1%
11.91480503	2	< 0.1%
11.91254864	2	< 0.1%
11.91196842	1	< 0.1%
11.91042118	1	< 0.1%
11.90810032	1	< 0.1%
11.90552158	1	< 0.1%

Helix_fraction
Real number (ℝ)

Zeros

Distinct	1165
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2954387

Minimum	0
Maximum	1
Zeros	2146
Zeros (%)	4.3%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.083333333
Q1	0.23529412
median	0.296875
Q3	0.35294118
95-th percentile	0.5
Maximum	1
Range	1
Interquartile range (IQR)	0.11764706

Descriptive statistics

Standard deviation	0.12606572
Coefficient of variation (CV)	0.42670688
Kurtosis	6.2092713
Mean	0.2954387
Median Absolute Deviation (MAD)	0.058680556
Skewness	0.9435565
Sum	14771.935
Variance	0.015892567
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3333333333	2507	5.0%
0	2146	4.3%
0.25	1566	3.1%
0.2857142857	1141	2.3%
0.5	1029	2.1%
0.2	918	1.8%
0.3	786	1.6%
0.4	727	1.5%
0.375	620	1.2%
0.2727272727	608	1.2%
Other values (1155)	37952	75.9%

Value	Count	Frequency (%)
0	2146	4.3%
0.01923076923	2	< 0.1%
0.02173913043	2	< 0.1%
0.02222222222	5	< 0.1%
0.02272727273	5	< 0.1%
0.02380952381	1	< 0.1%
0.025	1	< 0.1%
0.02564102564	3	< 0.1%
0.02631578947	2	< 0.1%
0.02777777778	3	< 0.1%

Value	Count	Frequency (%)
1	318	0.6%
0.875	2	< 0.1%
0.8571428571	2	< 0.1%
0.8571428571	4	< 0.1%
0.8421052632	1	< 0.1%
0.8333333333	1	< 0.1%
0.8333333333	2	< 0.1%
0.8	11	< 0.1%
0.7826086957	2	< 0.1%
0.75	45	0.1%

Turn_fraction
Real number (ℝ)

Zeros

Distinct	888
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.20626721

Minimum	0
Maximum	1
Zeros	3063
Zeros (%)	6.1%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.14285714
median	0.2
Q3	0.25641026
95-th percentile	0.38461538
Maximum	1
Range	1
Interquartile range (IQR)	0.11355311

Descriptive statistics

Standard deviation	0.11427894
Coefficient of variation (CV)	0.55403347
Kurtosis	9.0603218
Mean	0.20626721
Median Absolute Deviation (MAD)	0.057142857
Skewness	1.6850346
Sum	10313.361
Variance	0.013059676
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3063	6.1%
0.25	1587	3.2%
0.2	1535	3.1%
0.1666666667	1380	2.8%
0.3333333333	1104	2.2%
0.1428571429	1043	2.1%
0.2222222222	758	1.5%
0.1818181818	689	1.4%
0.2857142857	684	1.4%
0.125	672	1.3%
Other values (878)	37485	75.0%

Value	Count	Frequency (%)
0	3063	6.1%
0.01886792453	2	< 0.1%
0.01923076923	2	< 0.1%
0.01960784314	1	< 0.1%
0.02040816327	1	< 0.1%
0.02083333333	1	< 0.1%
0.02127659574	1	< 0.1%
0.02173913043	1	< 0.1%
0.02272727273	2	< 0.1%
0.02380952381	1	< 0.1%

Value	Count	Frequency (%)
1	180	0.4%
0.9090909091	1	< 0.1%
0.8888888889	1	< 0.1%
0.8484848485	1	< 0.1%
0.8333333333	3	< 0.1%
0.8	7	< 0.1%
0.75	35	0.1%
0.7407407407	1	< 0.1%
0.7272727273	2	< 0.1%
0.724137931	2	< 0.1%

Sheet_fraction
Real number (ℝ)

Zeros

Distinct	994
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.25590281

Minimum	0
Maximum	1
Zeros	2487
Zeros (%)	5.0%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.031202652
Q1	0.18634214
median	0.25
Q3	0.31818182
95-th percentile	0.45
Maximum	1
Range	1
Interquartile range (IQR)	0.13183968

Descriptive statistics

Standard deviation	0.12700454
Coefficient of variation (CV)	0.49629989
Kurtosis	6.2659779
Mean	0.25590281
Median Absolute Deviation (MAD)	0.065789474
Skewness	1.2451369
Sum	12795.14
Variance	0.016130152
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2487	5.0%
0.3333333333	1849	3.7%
0.25	1749	3.5%
0.2	1257	2.5%
0.2857142857	871	1.7%
0.5	868	1.7%
0.1666666667	851	1.7%
0.2222222222	728	1.5%
0.1428571429	643	1.3%
0.3	570	1.1%
Other values (984)	38127	76.3%

Value	Count	Frequency (%)
0	2487	5.0%
0.01886792453	1	< 0.1%
0.02222222222	1	< 0.1%
0.02380952381	1	< 0.1%
0.0243902439	1	< 0.1%
0.02702702703	1	< 0.1%
0.02777777778	3	< 0.1%
0.02857142857	2	< 0.1%
0.02941176471	1	< 0.1%
0.0303030303	2	< 0.1%

Value	Count	Frequency (%)
1	271	0.5%
0.8571428571	2	< 0.1%
0.8571428571	1	< 0.1%
0.8333333333	2	< 0.1%
0.8	20	< 0.1%
0.7857142857	1	< 0.1%
0.7777777778	1	< 0.1%
0.7692307692	1	< 0.1%
0.75	59	0.1%
0.7272727273	1	< 0.1%

Reduced_coefficient
Real number (ℝ)

High correlation Zeros

Distinct	71
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4941.6168

Minimum	0
Maximum	60500
Zeros	13787
Zeros (%)	27.6%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2980
Q3	7450
95-th percentile	15470
Maximum	60500
Range	60500
Interquartile range (IQR)	7450

Descriptive statistics

Standard deviation	5502.9335
Coefficient of variation (CV)	1.1135897
Kurtosis	2.6408864
Mean	4941.6168
Median Absolute Deviation (MAD)	2980
Skewness	1.4943833
Sum	2.4708084 × 10⁸
Variance	30282277
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	13787	27.6%
1490	8254	16.5%
2980	5001	10.0%
6990	3030	6.1%
4470	2881	5.8%
5500	2844	5.7%
8480	2521	5.0%
9970	1594	3.2%
5960	1531	3.1%
12490	1027	2.1%
Other values (61)	7530	15.1%

Value	Count	Frequency (%)
0	13787	27.6%
1490	8254	16.5%
2980	5001	10.0%
4470	2881	5.8%
5500	2844	5.7%
5960	1531	3.1%
6990	3030	6.1%
7450	688	1.4%
8480	2521	5.0%
8940	311	0.6%

Value	Count	Frequency (%)
60500	1	< 0.1%
45490	1	< 0.1%
44000	1	< 0.1%
39990	2	< 0.1%
38500	2	< 0.1%
37470	1	< 0.1%
35980	2	< 0.1%
34490	8	< 0.1%
33920	1	< 0.1%
33460	4	< 0.1%

Oxidized_coefficient
Real number (ℝ)

High correlation Zeros

Distinct	218
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4959.5943

Minimum	0
Maximum	60625
Zeros	13261
Zeros (%)	26.5%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2980
Q3	7450
95-th percentile	15720
Maximum	60625
Range	60625
Interquartile range (IQR)	7450

Descriptive statistics

Standard deviation	5512.5224
Coefficient of variation (CV)	1.1114866
Kurtosis	2.6293851
Mean	4959.5943
Median Absolute Deviation (MAD)	2980
Skewness	1.4917394
Sum	2.4797972 × 10⁸
Variance	30387903
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	13261	26.5%
1490	7606	15.2%
2980	4343	8.7%
6990	2640	5.3%
5500	2608	5.2%
4470	2470	4.9%
8480	2110	4.2%
9970	1318	2.6%
5960	1227	2.5%
12490	845	1.7%
Other values (208)	11572	23.1%

Value	Count	Frequency (%)
0	13261	26.5%
125	438	0.9%
250	75	0.1%
375	10	< 0.1%
500	2	< 0.1%
750	1	< 0.1%
1490	7606	15.2%
1615	522	1.0%
1740	107	0.2%
1865	18	< 0.1%

Value	Count	Frequency (%)
60625	1	< 0.1%
45490	1	< 0.1%
44000	1	< 0.1%
40365	1	< 0.1%
40115	1	< 0.1%
38625	1	< 0.1%
38500	1	< 0.1%
37470	1	< 0.1%
36105	1	< 0.1%
35980	1	< 0.1%

Phage_source
Categorical

High correlation

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 MiB

IMG_VR	14007
MGV	12240
GPD	8797
GOV2	5915
TemPhD	4087
Other values (9)	4954

Length

Max length	8
Median length	7
Mean length	4.35226
Min length	3

Characters and Unicode

Total characters	217613
Distinct characters	29
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	RefSeq
2nd row	RefSeq
3rd row	RefSeq
4th row	RefSeq
5th row	RefSeq

Common Values

Value	Count	Frequency (%)
IMG_VR	14007	28.0%
MGV	12240	24.5%
GPD	8797	17.6%
GOV2	5915	11.8%
TemPhD	4087	8.2%
CHVD	2250	4.5%
GVD	871	1.7%
RefSeq	567	1.1%
PhagesDB	404	0.8%
IGVD	386	0.8%
Other values (4)	476	1.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
img_vr	14007	28.0%
mgv	12240	24.5%
gpd	8797	17.6%
gov2	5915	11.8%
temphd	4087	8.2%
chvd	2250	4.5%
gvd	871	1.7%
refseq	567	1.1%
phagesdb	404	0.8%
igvd	386	0.8%
Other values (4)	476	1.0%

Most occurring characters

Value	Count	Frequency (%)
G	42472	19.5%
V	35854	16.5%
M	26260	12.1%
D	16839	7.7%
R	14574	6.7%
I	14393	6.6%
_	14007	6.4%
P	13288	6.1%
O	5915	2.7%
2	5915	2.7%
Other values (19)	28096	12.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	217613	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
G	42472	19.5%
V	35854	16.5%
M	26260	12.1%
D	16839	7.7%
R	14574	6.7%
I	14393	6.6%
_	14007	6.4%
P	13288	6.1%
O	5915	2.7%
2	5915	2.7%
Other values (19)	28096	12.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	217613	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
G	42472	19.5%
V	35854	16.5%
M	26260	12.1%
D	16839	7.7%
R	14574	6.7%
I	14393	6.6%
_	14007	6.4%
P	13288	6.1%
O	5915	2.7%
2	5915	2.7%
Other values (19)	28096	12.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	217613	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
G	42472	19.5%
V	35854	16.5%
M	26260	12.1%
D	16839	7.7%
R	14574	6.7%
I	14393	6.6%
_	14007	6.4%
P	13288	6.1%
O	5915	2.7%
2	5915	2.7%
Other values (19)	28096	12.9%

Function_Prediction_source
Categorical

High correlation Missing

Distinct	3
Distinct (%)	< 0.1%
Missing	27257
Missing (%)	54.5%
Memory size	2.8 MiB

-	12448
eggNOG-mapper	8657
Iterative search	1638

Length

Max length	16
Median length	1
Mean length	6.6480675
Min length	1

Characters and Unicode

Total characters	151197
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	eggNOG-mapper
2nd row	eggNOG-mapper
3rd row	eggNOG-mapper
4th row	eggNOG-mapper
5th row	eggNOG-mapper

Common Values

Value	Count	Frequency (%)
-	12448	24.9%
eggNOG-mapper	8657	17.3%
Iterative search	1638	3.3%
(Missing)	27257	54.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	12448	51.1%
eggnog-mapper	8657	35.5%
iterative	1638	6.7%
search	1638	6.7%

Most occurring characters

Value	Count	Frequency (%)
e	22228	14.7%
-	21105	14.0%
g	17314	11.5%
p	17314	11.5%
a	11933	7.9%
r	11933	7.9%
G	8657	5.7%
O	8657	5.7%
N	8657	5.7%
m	8657	5.7%
Other values (8)	14742	9.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	151197	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	22228	14.7%
-	21105	14.0%
g	17314	11.5%
p	17314	11.5%
a	11933	7.9%
r	11933	7.9%
G	8657	5.7%
O	8657	5.7%
N	8657	5.7%
m	8657	5.7%
Other values (8)	14742	9.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	151197	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	22228	14.7%
-	21105	14.0%
g	17314	11.5%
p	17314	11.5%
a	11933	7.9%
r	11933	7.9%
G	8657	5.7%
O	8657	5.7%
N	8657	5.7%
m	8657	5.7%
Other values (8)	14742	9.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	151197	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	22228	14.7%
-	21105	14.0%
g	17314	11.5%
p	17314	11.5%
a	11933	7.9%
r	11933	7.9%
G	8657	5.7%
O	8657	5.7%
N	8657	5.7%
m	8657	5.7%
Other values (8)	14742	9.8%

	Aromaticity	Function_Prediction_source	Function_prediction_source	Helix_fraction	Instability_index	Isoelectric_point	Molecular_weight	Oxidized_coefficient	Phage_source	Protein_source	Reduced_coefficient	Sheet_fraction	Start	Stop	Strand	Turn_fraction
Aromaticity	1.000	0.009	0.017	0.461	-0.015	-0.011	0.194	0.595	0.023	0.003	0.599	-0.233	0.038	0.037	0.009	-0.032
Function_Prediction_source	0.009	1.000	0.000	0.043	0.024	0.037	0.040	0.008	0.329	1.000	0.006	0.050	0.066	0.063	0.019	0.059
Function_prediction_source	0.017	0.000	1.000	0.037	0.011	0.025	0.018	0.000	0.822	1.000	0.000	0.007	0.093	0.092	0.051	0.031
Helix_fraction	0.461	0.043	0.037	1.000	-0.137	-0.048	0.064	0.245	0.017	0.000	0.249	-0.072	0.050	0.048	0.006	-0.193
Instability_index	-0.015	0.024	0.011	-0.137	1.000	-0.038	0.172	0.081	0.004	0.000	0.076	0.162	-0.002	-0.003	0.008	0.025
Isoelectric_point	-0.011	0.037	0.025	-0.048	-0.038	1.000	0.058	0.031	0.023	0.011	0.032	-0.272	-0.002	-0.002	0.000	-0.009
Molecular_weight	0.194	0.040	0.018	0.064	0.172	0.058	1.000	0.627	0.011	0.000	0.620	0.044	-0.001	-0.002	0.000	0.031
Oxidized_coefficient	0.595	0.008	0.000	0.245	0.081	0.031	0.627	1.000	0.007	0.000	0.998	-0.117	0.008	0.007	0.000	0.016
Phage_source	0.023	0.329	0.822	0.017	0.004	0.023	0.011	0.007	1.000	1.000	0.007	0.023	0.072	0.072	0.063	0.019
Protein_source	0.003	1.000	1.000	0.000	0.000	0.011	0.000	0.000	1.000	1.000	0.000	0.005	0.073	0.072	0.038	0.000
Reduced_coefficient	0.599	0.006	0.000	0.249	0.076	0.032	0.620	0.998	0.007	0.000	1.000	-0.115	0.008	0.006	0.000	0.015
Sheet_fraction	-0.233	0.050	0.007	-0.072	0.162	-0.272	0.044	-0.117	0.023	0.005	-0.115	1.000	-0.023	-0.026	0.009	-0.321
Start	0.038	0.066	0.093	0.050	-0.002	-0.002	-0.001	0.008	0.072	0.073	0.008	-0.023	1.000	0.999	0.000	-0.012
Stop	0.037	0.063	0.092	0.048	-0.003	-0.002	-0.002	0.007	0.072	0.072	0.006	-0.026	0.999	1.000	0.000	-0.007
Strand	0.009	0.019	0.051	0.006	0.008	0.000	0.000	0.000	0.063	0.038	0.000	0.009	0.000	0.000	1.000	0.000
Turn_fraction	-0.032	0.059	0.031	-0.193	0.025	-0.009	0.031	0.016	0.019	0.000	0.015	-0.321	-0.012	-0.007	0.000	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

	Phage_ID	Protein_source	Function_prediction_source	Start	Stop	Strand	Protein_ID	Product	Protein_classification	Molecular_weight	Aromaticity	Instability_index	Isoelectric_point	Helix_fraction	Turn_fraction	Sheet_fraction	Reduced_coefficient	Oxidized_coefficient	Phage_source	Function_Prediction_source
0	NC_001416.1	RefSeq	RefSeq	41950	42123	+	NP_040636.1	NinD protein	unsorted;	6978.8276	0.105263	63.875439	6.183025	0.210526	0.228070	0.192982	19480	19730	RefSeq	NaN
1	NC_001629.1	RefSeq	RefSeq	16550	16738	+	NP_042327.1	DNA polymerase	replication;	7795.9223	0.096774	50.417742	9.660732	0.241935	0.129032	0.354839	6990	6990	RefSeq	NaN
2	NC_001825.1	RefSeq	RefSeq	10787	11548	+	NP_044830.1	hypothetical protein	hypothetical;	4674.0259	0.046512	46.130233	8.596811	0.186047	0.302326	0.139535	11000	11000	RefSeq	NaN
3	NC_001902.1	RefSeq	RefSeq	4440	4961	+	NP_046963.1	terminase small subunit	packaging;	3523.6074	0.000000	30.130303	4.050028	0.181818	0.212121	0.484848	0	0	RefSeq	NaN
4	NC_001271.1	RefSeq	RefSeq	1758	1961	+	NP_052068.1	putative 0.6A protein	unsorted;	7912.3506	0.194030	2.447910	10.502303	0.447761	0.134328	0.179104	11460	11460	RefSeq	NaN
5	NC_002486.1	RefSeq	RefSeq	15075	15275	+	NP_061623.1	DUF1514 family protein	unsorted;	7869.2770	0.090909	21.142424	9.205199	0.393939	0.136364	0.287879	11460	11460	RefSeq	NaN
6	NC_002649.1	RefSeq	RefSeq	16590	17600	+	NP_073699.1	terminase	packaging;	6530.5810	0.107143	12.292857	9.993905	0.357143	0.178571	0.232143	9970	9970	RefSeq	NaN
7	NC_003216.1	RefSeq	RefSeq	8498	8920	+	NP_463475.1	tail assembly chaperone	assembly;infection;	8141.2391	0.085714	53.127143	5.457078	0.271429	0.071429	0.314286	7450	7575	RefSeq	NaN
8	NC_003216.1	RefSeq	RefSeq	21976	22425	-	NP_463489.1	anti-CRISPR protein AcrIIA1	infection;	1114.3356	0.000000	-0.544444	8.497852	0.333333	0.111111	0.444444	0	0	RefSeq	NaN
9	NC_003298.1	RefSeq	RefSeq	34775	35044	+	NP_523344.1	terminase small subunit	packaging;	2187.3159	0.105263	5.315789	4.050028	0.315789	0.157895	0.157895	2980	2980	RefSeq	NaN

	Phage_ID	Protein_source	Function_prediction_source	Start	Stop	Strand	Protein_ID	Product	Protein_classification	Molecular_weight	Aromaticity	Instability_index	Isoelectric_point	Helix_fraction	Turn_fraction	Sheet_fraction	Reduced_coefficient	Oxidized_coefficient	Phage_source	Function_Prediction_source
49990	biochar_4645	prodigal	NaN	9878	10351	-	biochar_4645_15	unknown	unsorted;	1744.8678	0.000000	199.658824	11.999968	0.000000	0.470588	0.176471	0	0	STV	-
49991	biochar_4678	prodigal	NaN	8287	8457	-	biochar_4678_16	unknown	unsorted;	6529.1972	0.125000	33.925179	4.176893	0.357143	0.160714	0.303571	20970	20970	STV	-
49992	biochar_4840	prodigal	NaN	7538	9232	+	biochar_4840_12	unknown	unsorted;	428.4833	0.000000	-13.725000	9.179992	0.000000	0.500000	0.000000	0	0	STV	-
49993	biochar_5076	prodigal	NaN	5067	7295	-	biochar_5076_8	translation initiation factor activity	regulation;	4110.4325	0.023810	67.423810	4.050028	0.119048	0.476190	0.238095	0	0	STV	Iterative search
49994	biochar_5302	prodigal	NaN	5839	6039	-	biochar_5302_8	unknown	unsorted;	7191.1912	0.030303	46.100000	9.915834	0.166667	0.242424	0.318182	1490	1490	STV	-
49995	biochar_5324	prodigal	NaN	3761	4024	+	biochar_5324_7	unknown	unsorted;	1876.0784	0.058824	33.547059	5.444857	0.176471	0.294118	0.235294	0	125	STV	-
49996	biochar_5418	prodigal	NaN	7591	7872	-	biochar_5418_17	unknown	unsorted;	2265.6500	0.000000	90.026087	8.747860	0.173913	0.347826	0.391304	0	0	STV	-
49997	biochar_5440	prodigal	NaN	9755	10921	+	biochar_5440_19	head-tail adaptor	assembly;infection;	4361.8676	0.179487	28.192308	6.913122	0.307692	0.307692	0.230769	8480	8480	STV	Iterative search
49998	biochar_5583	prodigal	NaN	4937	5089	+	biochar_5583_9	unknown	unsorted;	5802.6183	0.020000	44.792000	5.017599	0.340000	0.140000	0.320000	5500	5500	STV	-
49999	biochar_5611	prodigal	NaN	4289	6148	-	biochar_5611_7	actin binding	replication;	6568.9755	0.016949	50.081356	4.944731	0.101695	0.101695	0.338983	0	0	STV	eggNOG-mapper

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block